Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 160 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 27.6 KiB |
| Average record size in memory | 176.8 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 15 |
| Unsupported | 1 |
How many social media platforms are you on? has a high cardinality: 64 distinct values | High cardinality |
Enter Marks(percentage) For 10th Grade: is highly overall correlated with Department: | High correlation |
Time spend on Facebook? (In hours) is highly overall correlated with How many social media platforms are you on? | High correlation |
Time spend on Pinterest? (In hours) is highly overall correlated with Time spend on Reddit? (In hours) | High correlation |
Time spend on Twitter? (In hours) is highly overall correlated with How many social media platforms are you on? and 1 other fields | High correlation |
Overall time spent on other application? (In hours) is highly overall correlated with How many social media platforms are you on? | High correlation |
Department: is highly overall correlated with Enter Marks(percentage) For 10th Grade: and 1 other fields | High correlation |
Choose Current year: is highly overall correlated with Department: | High correlation |
How many social media platforms are you on? is highly overall correlated with Time spend on Facebook? (In hours) and 3 other fields | High correlation |
Time spend on Reddit? (In hours) is highly overall correlated with Time spend on Pinterest? (In hours) and 2 other fields | High correlation |
Time spend on Reddit? (In hours) is highly imbalanced (87.8%) | Imbalance |
Time spend on Discord? (In hours) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
How often do you use social media ? (In hours) has 5 (3.1%) zeros | Zeros |
Time spent on WhatsApp? (In hours) has 3 (1.9%) zeros | Zeros |
Time spend on Instagram? (In hours) has 37 (23.1%) zeros | Zeros |
Time spend on Facebook? (In hours) has 147 (91.9%) zeros | Zeros |
Time spend on YouTube? (In hours) has 12 (7.5%) zeros | Zeros |
Time spend on Snapchat? (In hours) has 62 (38.8%) zeros | Zeros |
Time spend on Pinterest? (In hours) has 134 (83.8%) zeros | Zeros |
Time spend on Twitter? (In hours) has 136 (85.0%) zeros | Zeros |
Time spend on Telegram? (In hours) has 131 (81.9%) zeros | Zeros |
Overall time spent on other application? (In hours) has 34 (21.2%) zeros | Zeros |
What is the maximum time that you have spent away from your phone? (In hours) has 3 (1.9%) zeros | Zeros |
Entertainment usage time while using phone(per day) (In hours) has 4 (2.5%) zeros | Zeros |
Productivity and finance time while using phone (per day)(In hours) has 22 (13.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-06 22:37:55.559635 |
|---|---|
| Analysis finished | 2023-04-06 22:40:47.609798 |
| Duration | 2 minutes and 52.05 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Department:
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Computer | |
|---|---|
| Artificial Intelligence | |
| Electronics | |
| Information Technology | 7 |
| Electrical | 4 |
Length
| Max length | 23 |
|---|---|
| Median length | 8 |
| Mean length | 12.13125 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1941 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Computer |
|---|---|
| 2nd row | Information Technology |
| 3rd row | Information Technology |
| 4th row | Information Technology |
| 5th row | Electronics |
Common Values
| Value | Count | Frequency (%) |
| Computer | 91 | |
| Artificial Intelligence | 32 | 20.0% |
| Electronics | 23 | 14.4% |
| Information Technology | 7 | 4.4% |
| Electrical | 4 | 2.5% |
| Mechanical | 3 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| computer | 91 | |
| artificial | 32 | 16.1% |
| intelligence | 32 | 16.1% |
| electronics | 23 | 11.6% |
| information | 7 | 3.5% |
| technology | 7 | 3.5% |
| electrical | 4 | 2.0% |
| mechanical | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 224 | |
| t | 189 | 9.7% |
| i | 165 | 8.5% |
| r | 157 | 8.1% |
| o | 142 | 7.3% |
| l | 137 | 7.1% |
| c | 131 | 6.7% |
| n | 111 | 5.7% |
| m | 98 | 5.0% |
| C | 91 | 4.7% |
| Other values (14) | 496 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1703 | |
| Uppercase Letter | 199 | 10.3% |
| Space Separator | 39 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 224 | |
| t | 189 | |
| i | 165 | |
| r | 157 | |
| o | 142 | |
| l | 137 | |
| c | 131 | |
| n | 111 | |
| m | 98 | 5.8% |
| p | 91 | 5.3% |
| Other values (7) | 258 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 91 | |
| I | 39 | |
| A | 32 | 16.1% |
| E | 27 | 13.6% |
| T | 7 | 3.5% |
| M | 3 | 1.5% |
Space Separator
| Value | Count | Frequency (%) |
| 39 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1902 | |
| Common | 39 | 2.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 224 | |
| t | 189 | |
| i | 165 | 8.7% |
| r | 157 | 8.3% |
| o | 142 | 7.5% |
| l | 137 | 7.2% |
| c | 131 | 6.9% |
| n | 111 | 5.8% |
| m | 98 | 5.2% |
| C | 91 | 4.8% |
| Other values (13) | 457 |
Common
| Value | Count | Frequency (%) |
| 39 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1941 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 224 | |
| t | 189 | 9.7% |
| i | 165 | 8.5% |
| r | 157 | 8.1% |
| o | 142 | 7.3% |
| l | 137 | 7.1% |
| c | 131 | 6.7% |
| n | 111 | 5.7% |
| m | 98 | 5.0% |
| C | 91 | 4.7% |
| Other values (14) | 496 |
Choose Current year:
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| First year | |
|---|---|
| Second year | |
| Third year |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 10.30625 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1649 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Second year |
|---|---|
| 2nd row | First year |
| 3rd row | Second year |
| 4th row | Second year |
| 5th row | Third year |
Common Values
| Value | Count | Frequency (%) |
| First year | 64 | |
| Second year | 49 | |
| Third year | 47 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| year | 160 | |
| first | 64 | 20.0% |
| second | 49 | 15.3% |
| third | 47 | 14.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 271 | |
| e | 209 | |
| 160 | ||
| y | 160 | |
| a | 160 | |
| i | 111 | 6.7% |
| d | 96 | 5.8% |
| F | 64 | 3.9% |
| s | 64 | 3.9% |
| t | 64 | 3.9% |
| Other values (6) | 290 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1329 | |
| Space Separator | 160 | 9.7% |
| Uppercase Letter | 160 | 9.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 271 | |
| e | 209 | |
| y | 160 | |
| a | 160 | |
| i | 111 | |
| d | 96 | 7.2% |
| s | 64 | 4.8% |
| t | 64 | 4.8% |
| c | 49 | 3.7% |
| o | 49 | 3.7% |
| Other values (2) | 96 | 7.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 64 | |
| S | 49 | |
| T | 47 |
Space Separator
| Value | Count | Frequency (%) |
| 160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1489 | |
| Common | 160 | 9.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 271 | |
| e | 209 | |
| y | 160 | |
| a | 160 | |
| i | 111 | |
| d | 96 | 6.4% |
| F | 64 | 4.3% |
| s | 64 | 4.3% |
| t | 64 | 4.3% |
| S | 49 | 3.3% |
| Other values (5) | 241 |
Common
| Value | Count | Frequency (%) |
| 160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1649 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 271 | |
| e | 209 | |
| 160 | ||
| y | 160 | |
| a | 160 | |
| i | 111 | 6.7% |
| d | 96 | 5.8% |
| F | 64 | 3.9% |
| s | 64 | 3.9% |
| t | 64 | 3.9% |
| Other values (6) | 290 |
Enter Marks(percentage) For 10th Grade:
Real number (ℝ)
| Distinct | 94 |
|---|---|
| Distinct (%) | 58.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.837813 |
| Minimum | 49 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 61.9 |
| Q1 | 78.55 |
| median | 85.9 |
| Q3 | 89.4 |
| 95-th percentile | 94.543 |
| Maximum | 98 |
| Range | 49 |
| Interquartile range (IQR) | 10.85 |
Descriptive statistics
| Standard deviation | 9.730919 |
|---|---|
| Coefficient of variation (CV) | 0.11746953 |
| Kurtosis | 1.211239 |
| Mean | 82.837813 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | -1.1858192 |
| Sum | 13254.05 |
| Variance | 94.690784 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88 | 7 | 4.4% |
| 80 | 5 | 3.1% |
| 89 | 5 | 3.1% |
| 90.6 | 5 | 3.1% |
| 85 | 5 | 3.1% |
| 80.2 | 4 | 2.5% |
| 87 | 4 | 2.5% |
| 89.2 | 3 | 1.9% |
| 92 | 3 | 1.9% |
| 86.4 | 3 | 1.9% |
| Other values (84) | 116 |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 52 | 1 | |
| 56 | 1 | |
| 57 | 2 | |
| 59.78 | 1 | |
| 60 | 2 | |
| 62 | 1 | |
| 63.8 | 1 | |
| 64.6 | 1 | |
| 65 | 2 |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 96.6 | 1 | |
| 95.5 | 1 | |
| 95.2 | 2 | |
| 95 | 2 | |
| 94.6 | 1 | |
| 94.54 | 1 | |
| 94 | 2 | |
| 93.8 | 2 | |
| 93.4 | 1 |
Enter Marks (percentage) For Previous Semester:
Real number (ℝ)
| Distinct | 103 |
|---|---|
| Distinct (%) | 64.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.319875 |
| Minimum | 19 |
|---|---|
| Maximum | 92.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 72.9325 |
| median | 79.07 |
| Q3 | 83.85 |
| 95-th percentile | 89.7365 |
| Maximum | 92.84 |
| Range | 73.84 |
| Interquartile range (IQR) | 10.9175 |
Descriptive statistics
| Standard deviation | 9.845498 |
|---|---|
| Coefficient of variation (CV) | 0.12733463 |
| Kurtosis | 6.9502292 |
| Mean | 77.319875 |
| Median Absolute Deviation (MAD) | 5.115 |
| Skewness | -1.7571718 |
| Sum | 12371.18 |
| Variance | 96.93383 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 8 | 5.0% |
| 75 | 6 | 3.8% |
| 86 | 5 | 3.1% |
| 78 | 5 | 3.1% |
| 82 | 5 | 3.1% |
| 60 | 4 | 2.5% |
| 79 | 4 | 2.5% |
| 74 | 3 | 1.9% |
| 70 | 3 | 1.9% |
| 73 | 3 | 1.9% |
| Other values (93) | 114 |
| Value | Count | Frequency (%) |
| 19 | 1 | 0.6% |
| 52 | 1 | 0.6% |
| 53 | 1 | 0.6% |
| 54.87 | 1 | 0.6% |
| 56.9 | 1 | 0.6% |
| 57 | 1 | 0.6% |
| 60 | 4 | |
| 61.2 | 1 | 0.6% |
| 61.57 | 1 | 0.6% |
| 61.6 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 92.84 | 1 | 0.6% |
| 91.89 | 3 | |
| 91.78 | 1 | 0.6% |
| 90 | 2 | |
| 89.86 | 1 | 0.6% |
| 89.73 | 1 | 0.6% |
| 89.44 | 1 | 0.6% |
| 89 | 3 | |
| 88.89 | 1 | 0.6% |
| 88.87 | 1 | 0.6% |
How often do you use social media ? (In hours)
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.75425 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 5 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.975 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.4911456 |
|---|---|
| Coefficient of variation (CV) | 0.92991825 |
| Kurtosis | 10.283666 |
| Mean | 3.75425 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.8285664 |
| Sum | 600.68 |
| Variance | 12.188098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2 | 44 | |
| 3 | 32 | |
| 4 | 20 | |
| 1 | 15 | 9.4% |
| 5 | 10 | 6.2% |
| 6 | 8 | 5.0% |
| 0 | 5 | 3.1% |
| 7 | 4 | 2.5% |
| 10 | 4 | 2.5% |
| 15 | 3 | 1.9% |
| Other values (12) | 15 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 5 | 3.1% |
| 0.5 | 3 | 1.9% |
| 1 | 15 | 9.4% |
| 1.2 | 1 | 0.6% |
| 1.5 | 1 | 0.6% |
| 2 | 44 | |
| 2.5 | 1 | 0.6% |
| 3 | 32 | |
| 3.5 | 1 | 0.6% |
| 4 | 20 |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.6% |
| 18 | 1 | 0.6% |
| 17 | 1 | 0.6% |
| 15 | 3 | 1.9% |
| 12 | 1 | 0.6% |
| 10 | 4 | |
| 9 | 1 | 0.6% |
| 8 | 2 | 1.2% |
| 7 | 4 | |
| 6 | 8 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Educational, Entertainment, Research/Reading, Gaming | |
|---|---|
| Educational, Entertainment, Research/Reading | |
| Entertainment | |
| Educational, Entertainment | |
| Educational | |
| Other values (7) |
Length
| Max length | 52 |
|---|---|
| Median length | 39 |
| Mean length | 31.1125 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4978 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Educational, Entertainment, Research/Reading, Gaming |
|---|---|
| 2nd row | Educational, Entertainment, Research/Reading, Gaming |
| 3rd row | Educational, Entertainment, Research/Reading |
| 4th row | Entertainment |
| 5th row | Educational, Entertainment |
Common Values
| Value | Count | Frequency (%) |
| Educational, Entertainment, Research/Reading, Gaming | 35 | |
| Educational, Entertainment, Research/Reading | 27 | |
| Entertainment | 26 | |
| Educational, Entertainment | 25 | |
| Educational | 17 | |
| Educational, Entertainment, Gaming | 10 | 6.2% |
| Entertainment, Research/Reading | 6 | 3.8% |
| Educational, Research/Reading | 4 | 2.5% |
| Gaming | 4 | 2.5% |
| Research/Reading | 3 | 1.9% |
| Other values (2) | 3 | 1.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| entertainment | 132 | |
| educational | 118 | |
| research/reading | 76 | |
| gaming | 52 | 13.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 642 | |
| a | 572 | |
| t | 514 | 10.3% |
| e | 492 | 9.9% |
| i | 378 | 7.6% |
| E | 250 | 5.0% |
| 218 | 4.4% | |
| , | 218 | 4.4% |
| r | 208 | 4.2% |
| d | 194 | 3.9% |
| Other values (11) | 1292 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4012 | |
| Uppercase Letter | 454 | 9.1% |
| Other Punctuation | 294 | 5.9% |
| Space Separator | 218 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 642 | |
| a | 572 | |
| t | 514 | |
| e | 492 | |
| i | 378 | |
| r | 208 | 5.2% |
| d | 194 | 4.8% |
| c | 194 | 4.8% |
| m | 184 | 4.6% |
| g | 128 | 3.2% |
| Other values (5) | 506 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 250 | |
| R | 152 | |
| G | 52 | 11.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 218 | |
| / | 76 | 25.9% |
Space Separator
| Value | Count | Frequency (%) |
| 218 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4466 | |
| Common | 512 | 10.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 642 | |
| a | 572 | |
| t | 514 | |
| e | 492 | |
| i | 378 | |
| E | 250 | 5.6% |
| r | 208 | 4.7% |
| d | 194 | 4.3% |
| c | 194 | 4.3% |
| m | 184 | 4.1% |
| Other values (8) | 838 |
Common
| Value | Count | Frequency (%) |
| 218 | ||
| , | 218 | |
| / | 76 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4978 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 642 | |
| a | 572 | |
| t | 514 | 10.3% |
| e | 492 | 9.9% |
| i | 378 | 7.6% |
| E | 250 | 5.0% |
| 218 | 4.4% | |
| , | 218 | 4.4% |
| r | 208 | 4.2% |
| d | 194 | 3.9% |
| Other values (11) | 1292 |
How many social media platforms are you on?
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 64 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| WhatsApp, Instagram, YouTube, Snapchat | |
|---|---|
| WhatsApp, YouTube | |
| WhatsApp, Instagram, YouTube | |
| WhatsApp, Instagram, YouTube, Snapchat, Pinterest | |
| WhatsApp, YouTube, Snapchat | 8 |
| Other values (59) |
Length
| Max length | 109 |
|---|---|
| Median length | 87 |
| Mean length | 43.8375 |
| Min length | 7 |
Characters and Unicode
| Total characters | 7014 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 43 ? |
|---|---|
| Unique (%) | 26.9% |
Sample
| 1st row | WhatsApp, Instagram, YouTube, Snapchat |
|---|---|
| 2nd row | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter |
| 3rd row | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter, |
| 4th row | WhatsApp, Instagram, YouTube, Snapchat, Discord, Pinterest |
| 5th row | WhatsApp, YouTube, Snapchat, Pinterest, Twitter |
Common Values
| Value | Count | Frequency (%) |
| WhatsApp, Instagram, YouTube, Snapchat | 28 | |
| WhatsApp, YouTube | 14 | 8.8% |
| WhatsApp, Instagram, YouTube | 13 | 8.1% |
| WhatsApp, Instagram, YouTube, Snapchat, Pinterest | 9 | 5.6% |
| WhatsApp, YouTube, Snapchat | 8 | 5.0% |
| WhatsApp, Instagram, Facebook, YouTube, Snapchat | 5 | 3.1% |
| WhatsApp, YouTube, Telegram | 4 | 2.5% |
| WhatsApp, Instagram, YouTube, Snapchat, Telegram | 4 | 2.5% |
| WhatsApp, Instagram, YouTube, Snapchat, Twitter | 4 | 2.5% |
| WhatsApp, Instagram, YouTube, Snapchat, Pinterest, Twitter, Telegram | 4 | 2.5% |
| Other values (54) | 67 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 157 | ||
| youtube | 150 | |
| 123 | ||
| snapchat | 112 | |
| telegram | 49 | 6.6% |
| 38 | 5.1% | |
| 38 | 5.1% | |
| 29 | 3.9% | |
| discord | 28 | 3.8% |
| 11 | 1.5% | |
| Other values (5) | 5 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 706 | 10.1% |
| 592 | 8.4% | |
| , | 591 | 8.4% |
| t | 558 | 8.0% |
| p | 426 | 6.1% |
| e | 403 | 5.7% |
| s | 347 | 4.9% |
| u | 300 | 4.3% |
| r | 277 | 3.9% |
| n | 273 | 3.9% |
| Other values (24) | 2541 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4784 | |
| Uppercase Letter | 1046 | 14.9% |
| Space Separator | 592 | 8.4% |
| Other Punctuation | 592 | 8.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 706 | |
| t | 558 | |
| p | 426 | |
| e | 403 | |
| s | 347 | 7.3% |
| u | 300 | 6.3% |
| r | 277 | 5.8% |
| n | 273 | 5.7% |
| h | 271 | 5.7% |
| o | 240 | 5.0% |
| Other values (10) | 983 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 239 | |
| W | 157 | |
| A | 157 | |
| Y | 150 | |
| I | 123 | |
| S | 112 | |
| P | 39 | 3.7% |
| F | 29 | 2.8% |
| D | 28 | 2.7% |
| R | 11 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 591 | |
| . | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 592 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5830 | |
| Common | 1184 | 16.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 706 | 12.1% |
| t | 558 | 9.6% |
| p | 426 | 7.3% |
| e | 403 | 6.9% |
| s | 347 | 6.0% |
| u | 300 | 5.1% |
| r | 277 | 4.8% |
| n | 273 | 4.7% |
| h | 271 | 4.6% |
| o | 240 | 4.1% |
| Other values (21) | 2029 |
Common
| Value | Count | Frequency (%) |
| 592 | ||
| , | 591 | |
| . | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7014 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 706 | 10.1% |
| 592 | 8.4% | |
| , | 591 | 8.4% |
| t | 558 | 8.0% |
| p | 426 | 6.1% |
| e | 403 | 5.7% |
| s | 347 | 4.9% |
| u | 300 | 4.3% |
| r | 277 | 3.9% |
| n | 273 | 3.9% |
| Other values (24) | 2541 |
Time spent on WhatsApp? (In hours)
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.601875 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 3 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.295 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4399608 |
|---|---|
| Coefficient of variation (CV) | 0.89892206 |
| Kurtosis | 9.5066622 |
| Mean | 1.601875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.738882 |
| Sum | 256.3 |
| Variance | 2.073487 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 86 | |
| 2 | 31 | 19.4% |
| 3 | 9 | 5.6% |
| 0.5 | 8 | 5.0% |
| 6 | 5 | 3.1% |
| 5 | 3 | 1.9% |
| 0 | 3 | 1.9% |
| 0.1 | 2 | 1.2% |
| 0.05 | 2 | 1.2% |
| 0.3 | 2 | 1.2% |
| Other values (8) | 9 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 3 | 1.9% |
| 0.05 | 2 | 1.2% |
| 0.1 | 2 | 1.2% |
| 0.2 | 1 | 0.6% |
| 0.3 | 2 | 1.2% |
| 0.5 | 8 | 5.0% |
| 0.9 | 1 | 0.6% |
| 1 | 86 | |
| 1.3 | 1 | 0.6% |
| 1.5 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 5 | 3.1% |
| 5 | 3 | 1.9% |
| 4 | 2 | 1.2% |
| 3 | 9 | 5.6% |
| 2.5 | 1 | 0.6% |
| 2 | 31 | |
| 1.5 | 1 | 0.6% |
| 1.3 | 1 | 0.6% |
Time spend on Instagram? (In hours)
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.67925 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 37 |
| Zeros (%) | 23.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.275 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5.05 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 1.725 |
Descriptive statistics
| Standard deviation | 2.3989651 |
|---|---|
| Coefficient of variation (CV) | 1.4285932 |
| Kurtosis | 29.850561 |
| Mean | 1.67925 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.5245704 |
| Sum | 268.68 |
| Variance | 5.7550334 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 50 | |
| 0 | 37 | |
| 2 | 26 | |
| 3 | 12 | 7.5% |
| 4 | 6 | 3.8% |
| 0.5 | 6 | 3.8% |
| 5 | 4 | 2.5% |
| 6 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 1.5 | 2 | 1.2% |
| Other values (11) | 11 | 6.9% |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 0.07 | 1 | 0.6% |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.3 | 1 | 0.6% |
| 0.4 | 1 | 0.6% |
| 0.45 | 1 | 0.6% |
| 0.5 | 6 | 3.8% |
| 1 | 50 | |
| 1.15 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.6% |
| 14 | 1 | 0.6% |
| 7 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 5 | 4 | 2.5% |
| 4 | 6 | 3.8% |
| 3 | 12 | |
| 2.43 | 1 | 0.6% |
| 2 | 26 | |
| 1.58 | 1 | 0.6% |
Time spend on Facebook? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.281875 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 147 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.8158932 |
|---|---|
| Coefficient of variation (CV) | 6.4421932 |
| Kurtosis | 109.82226 |
| Mean | 0.281875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.00041 |
| Sum | 45.1 |
| Variance | 3.2974682 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 147 | |
| 1 | 6 | 3.8% |
| 3 | 2 | 1.2% |
| 2 | 2 | 1.2% |
| 21 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 0.1 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 147 | |
| 0.1 | 1 | 0.6% |
| 1 | 6 | 3.8% |
| 2 | 2 | 1.2% |
| 3 | 2 | 1.2% |
| 8 | 1 | 0.6% |
| 21 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 3 | 2 | 1.2% |
| 2 | 2 | 1.2% |
| 1 | 6 | 3.8% |
| 0.1 | 1 | 0.6% |
| 0 | 147 |
Time spend on YouTube? (In hours)
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.743125 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 12 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.7798177 |
|---|---|
| Coefficient of variation (CV) | 1.02105 |
| Kurtosis | 26.169373 |
| Mean | 1.743125 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 3.9763807 |
| Sum | 278.9 |
| Variance | 3.1677512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 64 | |
| 2 | 34 | |
| 3 | 15 | 9.4% |
| 0 | 12 | 7.5% |
| 0.5 | 11 | 6.9% |
| 4 | 7 | 4.4% |
| 5 | 5 | 3.1% |
| 0.3 | 3 | 1.9% |
| 1.5 | 2 | 1.2% |
| 0.1 | 2 | 1.2% |
| Other values (5) | 5 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 12 | 7.5% |
| 0.1 | 2 | 1.2% |
| 0.3 | 3 | 1.9% |
| 0.5 | 11 | 6.9% |
| 1 | 64 | |
| 1.5 | 2 | 1.2% |
| 2 | 34 | |
| 2.3 | 1 | 0.6% |
| 3 | 15 | 9.4% |
| 4 | 7 | 4.4% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 5 | 5 | 3.1% |
| 4 | 7 | 4.4% |
| 3 | 15 | |
| 2.3 | 1 | 0.6% |
| 2 | 34 | |
| 1.5 | 2 | 1.2% |
Time spend on Snapchat? (In hours)
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.954875 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 62 |
| Zeros (%) | 38.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.934675 |
|---|---|
| Coefficient of variation (CV) | 2.0261029 |
| Kurtosis | 40.286183 |
| Mean | 0.954875 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.7993424 |
| Sum | 152.78 |
| Variance | 3.7429673 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 58 | |
| 2 | 9 | 5.6% |
| 3 | 7 | 4.4% |
| 0.5 | 7 | 4.4% |
| 0.3 | 2 | 1.2% |
| 4 | 2 | 1.2% |
| 0.1 | 2 | 1.2% |
| 1.5 | 2 | 1.2% |
| 0.15 | 1 | 0.6% |
| Other values (8) | 8 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 0.01 | 1 | 0.6% |
| 0.1 | 2 | 1.2% |
| 0.15 | 1 | 0.6% |
| 0.19 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.3 | 2 | 1.2% |
| 0.33 | 1 | 0.6% |
| 0.5 | 7 | 4.4% |
| 0.6 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 4 | 2 | 1.2% |
| 3 | 7 | 4.4% |
| 2 | 9 | 5.6% |
| 1.5 | 2 | 1.2% |
| 1 | 58 | |
| 0.6 | 1 | 0.6% |
| 0.5 | 7 | 4.4% |
Time spend on Reddit? (In hours)
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| 2 | 1 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 160 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 160 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 160 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
Time spend on Discord? (In hours)
Unsupported
REJECTED UNSUPPORTED
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
Time spend on Pinterest? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.169375 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 134 |
| Zeros (%) | 83.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.47437438 |
|---|---|
| Coefficient of variation (CV) | 2.8007344 |
| Kurtosis | 27.405281 |
| Mean | 0.169375 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3667572 |
| Sum | 27.1 |
| Variance | 0.22503105 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 1 | 20 | 12.5% |
| 0.2 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 0.5 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 0.2 | 3 | 1.9% |
| 0.5 | 1 | 0.6% |
| 1 | 20 | 12.5% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 1 | 20 | 12.5% |
| 0.5 | 1 | 0.6% |
| 0.2 | 3 | 1.9% |
| 0 | 134 |
Time spend on Twitter? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3485625 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 136 |
| Zeros (%) | 85.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0789732 |
|---|---|
| Coefficient of variation (CV) | 5.96442 |
| Kurtosis | 109.40255 |
| Mean | 0.3485625 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.032882 |
| Sum | 55.77 |
| Variance | 4.3221294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 1 | 13 | 8.1% |
| 0.15 | 2 | 1.2% |
| 0.5 | 2 | 1.2% |
| 2 | 2 | 1.2% |
| 0.27 | 1 | 0.6% |
| 24 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 0.15 | 2 | 1.2% |
| 0.2 | 1 | 0.6% |
| 0.27 | 1 | 0.6% |
| 0.5 | 2 | 1.2% |
| 1 | 13 | 8.1% |
| 2 | 2 | 1.2% |
| 3 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 24 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 2 | 2 | 1.2% |
| 1 | 13 | 8.1% |
| 0.5 | 2 | 1.2% |
| 0.27 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.15 | 2 | 1.2% |
| 0 | 136 |
Time spend on Telegram? (In hours)
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49125 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 131 |
| Zeros (%) | 81.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4477017 |
|---|---|
| Coefficient of variation (CV) | 4.9825989 |
| Kurtosis | 63.809161 |
| Mean | 0.49125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6522795 |
| Sum | 78.6 |
| Variance | 5.9912437 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 16 | 10.0% |
| 0.3 | 2 | 1.2% |
| 0.5 | 2 | 1.2% |
| 24 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 0.7 | 1 | 0.6% |
| 12 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| Other values (3) | 3 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.3 | 2 | 1.2% |
| 0.5 | 2 | 1.2% |
| 0.7 | 1 | 0.6% |
| 1 | 16 | 10.0% |
| 2 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 12 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 1 | 16 | |
| 0.7 | 1 | 0.6% |
| 0.5 | 2 | 1.2% |
| 0.3 | 2 | 1.2% |
Overall time spent on other application? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.295625 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 34 |
| Zeros (%) | 21.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.5 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 8.1 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 3.3776242 |
|---|---|
| Coefficient of variation (CV) | 1.471331 |
| Kurtosis | 19.192472 |
| Mean | 2.295625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.799733 |
| Sum | 367.3 |
| Variance | 11.408346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 34 | |
| 2 | 27 | |
| 3 | 12 | 7.5% |
| 4 | 11 | 6.9% |
| 5 | 8 | 5.0% |
| 0.5 | 7 | 4.4% |
| 0.3 | 4 | 2.5% |
| 10 | 3 | 1.9% |
| 6 | 2 | 1.2% |
| Other values (11) | 13 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 0.2 | 1 | 0.6% |
| 0.3 | 4 | 2.5% |
| 0.5 | 7 | 4.4% |
| 1 | 39 | |
| 1.4 | 1 | 0.6% |
| 1.5 | 2 | 1.2% |
| 2 | 27 | |
| 2.5 | 1 | 0.6% |
| 3 | 12 | 7.5% |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.6% |
| 23 | 1 | 0.6% |
| 12 | 2 | 1.2% |
| 11 | 1 | 0.6% |
| 10 | 3 | 1.9% |
| 8 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 2 | 1.2% |
| 5 | 8 | |
| 4 | 11 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.844375 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 3 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 8 |
| Q3 | 14 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.0265552 |
|---|---|
| Coefficient of variation (CV) | 0.56833357 |
| Kurtosis | -1.3110954 |
| Mean | 8.844375 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.049206675 |
| Sum | 1415.1 |
| Variance | 25.266257 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 16 | 23 | |
| 10 | 16 | |
| 15 | 15 | |
| 4 | 14 | |
| 2 | 13 | |
| 12 | 12 | |
| 5 | 11 | |
| 8 | 10 | 6.2% |
| 7 | 10 | 6.2% |
| 6 | 9 | 5.6% |
| Other values (8) | 27 |
| Value | Count | Frequency (%) |
| 0 | 3 | 1.9% |
| 0.1 | 1 | 0.6% |
| 1 | 3 | 1.9% |
| 2 | 13 | |
| 3 | 7 | |
| 4 | 14 | |
| 5 | 11 | |
| 6 | 9 | |
| 7 | 10 | |
| 8 | 10 |
| Value | Count | Frequency (%) |
| 16 | 23 | |
| 15 | 15 | |
| 14 | 6 | 3.8% |
| 13 | 1 | 0.6% |
| 12 | 12 | |
| 11 | 1 | 0.6% |
| 10 | 16 | |
| 9 | 5 | 3.1% |
| 8 | 10 | |
| 7 | 10 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| No | |
|---|---|
| Maybe | |
| Yes |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.28125 |
| Min length | 2 |
Characters and Unicode
| Total characters | 525 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Maybe |
|---|---|
| 2nd row | Maybe |
| 3rd row | Yes |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 79 | |
| Maybe | 62 | |
| Yes | 19 | 11.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 79 | |
| maybe | 62 | |
| yes | 19 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 81 | |
| N | 79 | |
| o | 79 | |
| M | 62 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| Y | 19 | 3.6% |
| s | 19 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 365 | |
| Uppercase Letter | 160 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 81 | |
| o | 79 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| s | 19 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 79 | |
| M | 62 | |
| Y | 19 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 525 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 81 | |
| N | 79 | |
| o | 79 | |
| M | 62 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| Y | 19 | 3.6% |
| s | 19 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 525 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 81 | |
| N | 79 | |
| o | 79 | |
| M | 62 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| Y | 19 | 3.6% |
| s | 19 | 3.6% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.593125 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 4 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.975 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6.1 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2283796 |
|---|---|
| Coefficient of variation (CV) | 0.85934138 |
| Kurtosis | 8.0294363 |
| Mean | 2.593125 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4384577 |
| Sum | 414.9 |
| Variance | 4.9656757 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 2 | 51 | |
| 1 | 43 | |
| 3 | 20 | 12.5% |
| 4 | 13 | 8.1% |
| 5 | 8 | 5.0% |
| 6 | 5 | 3.1% |
| 0 | 4 | 2.5% |
| 8 | 3 | 1.9% |
| 10 | 3 | 1.9% |
| 1.3 | 2 | 1.2% |
| Other values (7) | 8 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | 2.5% |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.5 | 2 | 1.2% |
| 1 | 43 | |
| 1.3 | 2 | 1.2% |
| 1.5 | 1 | 0.6% |
| 2 | 51 | |
| 2.5 | 1 | 0.6% |
| 3 | 20 | 12.5% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 10 | 3 | 1.9% |
| 8 | 3 | 1.9% |
| 6 | 5 | 3.1% |
| 5 | 8 | 5.0% |
| 4 | 13 | 8.1% |
| 3 | 20 | 12.5% |
| 2.5 | 1 | 0.6% |
| 2 | 51 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.30125 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 22 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6.2 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.4612976 |
|---|---|
| Coefficient of variation (CV) | 1.0695481 |
| Kurtosis | 7.9112989 |
| Mean | 2.30125 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.5011509 |
| Sum | 368.2 |
| Variance | 6.0579858 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 50 | |
| 2 | 28 | |
| 3 | 23 | |
| 0 | 22 | |
| 4 | 15 | 9.4% |
| 5 | 6 | 3.8% |
| 10 | 6 | 3.8% |
| 0.5 | 3 | 1.9% |
| 2.5 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| Other values (5) | 5 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 0.2 | 1 | 0.6% |
| 0.5 | 3 | 1.9% |
| 1 | 50 | |
| 1.5 | 1 | 0.6% |
| 2 | 28 | |
| 2.5 | 1 | 0.6% |
| 3 | 23 | |
| 3.5 | 1 | 0.6% |
| 4 | 15 | 9.4% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.6% |
| 13 | 1 | 0.6% |
| 10 | 6 | 3.8% |
| 6 | 1 | 0.6% |
| 5 | 6 | 3.8% |
| 4 | 15 | |
| 3.5 | 1 | 0.6% |
| 3 | 23 | |
| 2.5 | 1 | 0.6% |
| 2 | 28 |
| Enter Marks(percentage) For 10th Grade: | Enter Marks (percentage) For Previous Semester: | How often do you use social media ? (In hours) | Time spent on WhatsApp? (In hours) | Time spend on Instagram? (In hours) | Time spend on Facebook? (In hours) | Time spend on YouTube? (In hours) | Time spend on Snapchat? (In hours) | Time spend on Pinterest? (In hours) | Time spend on Twitter? (In hours) | Time spend on Telegram? (In hours) | Overall time spent on other application? (In hours) | What is the maximum time that you have spent away from your phone? (In hours) | Entertainment usage time while using phone(per day) (In hours) | Productivity and finance time while using phone (per day)(In hours) | Department: | Choose Current year: | According to you, what need does social media fulfill? | How many social media platforms are you on? | Time spend on Reddit? (In hours) | Do you consider yourself to be addicted to social media? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Enter Marks(percentage) For 10th Grade: | 1.000 | 0.446 | 0.177 | 0.257 | 0.045 | -0.011 | -0.002 | -0.053 | 0.042 | 0.051 | -0.083 | 0.015 | -0.217 | 0.016 | 0.160 | 0.513 | 0.405 | 0.000 | 0.000 | 0.000 | 0.000 |
| Enter Marks (percentage) For Previous Semester: | 0.446 | 1.000 | 0.190 | 0.129 | -0.007 | 0.057 | -0.098 | -0.010 | 0.106 | 0.094 | -0.046 | 0.006 | -0.090 | 0.090 | 0.202 | 0.184 | 0.139 | 0.000 | 0.000 | 0.000 | 0.000 |
| How often do you use social media ? (In hours) | 0.177 | 0.190 | 1.000 | 0.154 | 0.441 | 0.057 | 0.224 | 0.260 | 0.228 | 0.047 | 0.002 | 0.074 | -0.170 | 0.486 | 0.180 | 0.062 | 0.021 | 0.126 | 0.042 | 0.000 | 0.247 |
| Time spent on WhatsApp? (In hours) | 0.257 | 0.129 | 0.154 | 1.000 | 0.211 | 0.229 | 0.287 | 0.290 | 0.117 | 0.015 | -0.020 | 0.108 | -0.105 | 0.148 | 0.150 | 0.000 | 0.231 | 0.008 | 0.390 | 0.179 | 0.080 |
| Time spend on Instagram? (In hours) | 0.045 | -0.007 | 0.441 | 0.211 | 1.000 | 0.256 | 0.105 | 0.444 | 0.306 | 0.107 | 0.033 | 0.024 | -0.158 | 0.481 | 0.230 | 0.189 | 0.154 | 0.000 | 0.387 | 0.036 | 0.159 |
| Time spend on Facebook? (In hours) | -0.011 | 0.057 | 0.057 | 0.229 | 0.256 | 1.000 | 0.180 | 0.248 | 0.187 | 0.335 | 0.369 | 0.213 | -0.221 | 0.218 | 0.069 | 0.000 | 0.076 | 0.000 | 0.667 | 0.000 | 0.000 |
| Time spend on YouTube? (In hours) | -0.002 | -0.098 | 0.224 | 0.287 | 0.105 | 0.180 | 1.000 | 0.182 | 0.017 | 0.143 | 0.110 | 0.208 | 0.005 | 0.234 | 0.239 | 0.000 | 0.162 | 0.000 | 0.366 | 0.382 | 0.175 |
| Time spend on Snapchat? (In hours) | -0.053 | -0.010 | 0.260 | 0.290 | 0.444 | 0.248 | 0.182 | 1.000 | 0.242 | 0.199 | 0.065 | 0.124 | 0.012 | 0.299 | 0.144 | 0.124 | 0.046 | 0.000 | 0.244 | 0.404 | 0.068 |
| Time spend on Pinterest? (In hours) | 0.042 | 0.106 | 0.228 | 0.117 | 0.306 | 0.187 | 0.017 | 0.242 | 1.000 | 0.339 | 0.238 | 0.092 | -0.039 | 0.199 | 0.126 | 0.000 | 0.214 | 0.000 | 0.420 | 0.668 | 0.101 |
| Time spend on Twitter? (In hours) | 0.051 | 0.094 | 0.047 | 0.015 | 0.107 | 0.335 | 0.143 | 0.199 | 0.339 | 1.000 | 0.432 | 0.210 | -0.062 | 0.139 | 0.173 | 0.000 | 0.021 | 0.000 | 0.599 | 0.566 | 0.178 |
| Time spend on Telegram? (In hours) | -0.083 | -0.046 | 0.002 | -0.020 | 0.033 | 0.369 | 0.110 | 0.065 | 0.238 | 0.432 | 1.000 | 0.265 | -0.041 | 0.062 | 0.083 | 0.135 | 0.080 | 0.000 | 0.433 | 0.379 | 0.000 |
| Overall time spent on other application? (In hours) | 0.015 | 0.006 | 0.074 | 0.108 | 0.024 | 0.213 | 0.208 | 0.124 | 0.092 | 0.210 | 0.265 | 1.000 | 0.057 | 0.217 | 0.004 | 0.105 | 0.060 | 0.093 | 0.512 | 0.409 | 0.208 |
| What is the maximum time that you have spent away from your phone? (In hours) | -0.217 | -0.090 | -0.170 | -0.105 | -0.158 | -0.221 | 0.005 | 0.012 | -0.039 | -0.062 | -0.041 | 0.057 | 1.000 | -0.179 | 0.133 | 0.079 | 0.000 | 0.000 | 0.065 | 0.000 | 0.104 |
| Entertainment usage time while using phone(per day) (In hours) | 0.016 | 0.090 | 0.486 | 0.148 | 0.481 | 0.218 | 0.234 | 0.299 | 0.199 | 0.139 | 0.062 | 0.217 | -0.179 | 1.000 | 0.274 | 0.000 | 0.000 | 0.000 | 0.352 | 0.111 | 0.355 |
| Productivity and finance time while using phone\n(per day)(In hours) | 0.160 | 0.202 | 0.180 | 0.150 | 0.230 | 0.069 | 0.239 | 0.144 | 0.126 | 0.173 | 0.083 | 0.004 | 0.133 | 0.274 | 1.000 | 0.000 | 0.102 | 0.000 | 0.221 | 0.149 | 0.000 |
| Department: | 0.513 | 0.184 | 0.062 | 0.000 | 0.189 | 0.000 | 0.000 | 0.124 | 0.000 | 0.000 | 0.135 | 0.105 | 0.079 | 0.000 | 0.000 | 1.000 | 0.512 | 0.091 | 0.251 | 0.000 | 0.000 |
| Choose Current year: | 0.405 | 0.139 | 0.021 | 0.231 | 0.154 | 0.076 | 0.162 | 0.046 | 0.214 | 0.021 | 0.080 | 0.060 | 0.000 | 0.000 | 0.102 | 0.512 | 1.000 | 0.210 | 0.000 | 0.071 | 0.116 |
| According to you, what need does social media fulfill? | 0.000 | 0.000 | 0.126 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.000 | 0.000 | 0.091 | 0.210 | 1.000 | 0.145 | 0.000 | 0.025 |
| How many social media platforms are you on? | 0.000 | 0.000 | 0.042 | 0.390 | 0.387 | 0.667 | 0.366 | 0.244 | 0.420 | 0.599 | 0.433 | 0.512 | 0.065 | 0.352 | 0.221 | 0.251 | 0.000 | 0.145 | 1.000 | 0.784 | 0.181 |
| Time spend on Reddit? (In hours) | 0.000 | 0.000 | 0.000 | 0.179 | 0.036 | 0.000 | 0.382 | 0.404 | 0.668 | 0.566 | 0.379 | 0.409 | 0.000 | 0.111 | 0.149 | 0.000 | 0.071 | 0.000 | 0.784 | 1.000 | 0.106 |
| Do you consider yourself to be addicted to social media? | 0.000 | 0.000 | 0.247 | 0.080 | 0.159 | 0.000 | 0.175 | 0.068 | 0.101 | 0.178 | 0.000 | 0.208 | 0.104 | 0.355 | 0.000 | 0.000 | 0.116 | 0.025 | 0.181 | 0.106 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Department: | Choose Current year: | Enter Marks(percentage) For 10th Grade: | Enter Marks (percentage) For Previous Semester: | How often do you use social media ? (In hours) | According to you, what need does social media fulfill? | How many social media platforms are you on? | Time spent on WhatsApp? (In hours) | Time spend on Instagram? (In hours) | Time spend on Facebook? (In hours) | Time spend on YouTube? (In hours) | Time spend on Snapchat? (In hours) | Time spend on Reddit? (In hours) | Time spend on Discord? (In hours) | Time spend on Pinterest? (In hours) | Time spend on Twitter? (In hours) | Time spend on Telegram? (In hours) | Overall time spent on other application? (In hours) | What is the maximum time that you have spent away from your phone? (In hours) | Do you consider yourself to be addicted to social media? | Entertainment usage time while using phone(per day) (In hours) | Productivity and finance time while using phone (per day)(In hours) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Computer | Second year | 93.20 | 80.63 | 17.0 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, YouTube, Snapchat | 1.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 2.0 | 7.0 | Maybe | 2.0 | 1.0 |
| 1 | Information Technology | First year | 85.00 | 65.00 | 10.0 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter | 1.0 | 2.0 | 0.0 | 3.0 | 2.0 | 0 | 0.5 | 0.0 | 0.0 | 0.0 | 1.0 | 16.0 | Maybe | 4.0 | 3.0 |
| 2 | Information Technology | Second year | 85.00 | 63.00 | 10.0 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter, | 3.0 | 7.0 | 0.0 | 5.0 | 1.0 | 0 | 2 | 0.0 | 1.0 | 1.0 | 2.0 | 10.0 | Yes | 5.0 | 2.0 |
| 3 | Information Technology | Second year | 62.00 | 69.00 | 2.0 | Entertainment | WhatsApp, Instagram, YouTube, Snapchat, Discord, Pinterest | 1.0 | 3.0 | 0.0 | 2.0 | 1.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 2.0 | 9.0 | No | 3.0 | 5.0 |
| 4 | Electronics | Third year | 77.20 | 81.67 | 2.0 | Educational, Entertainment | WhatsApp, YouTube, Snapchat, Pinterest, Twitter | 1.0 | 0.0 | 0.0 | 3.0 | 1.0 | 0 | 0 | 0.0 | 1.0 | 0.0 | 1.0 | 16.0 | No | 2.0 | 1.0 |
| 5 | Electronics | Third year | 72.00 | 60.00 | 1.0 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat, Pinterest | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | Maybe | 2.0 | 2.0 |
| 6 | Artificial Intelligence | Third year | 60.00 | 60.00 | 0.0 | Entertainment | 5.0 | 0.0 | 0.0 | 5.0 | 1.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 11.0 | 11.0 | No | 11.0 | 0.0 | |
| 7 | Electronics | Third year | 57.00 | 65.00 | 2.0 | Educational, Entertainment, Gaming | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Telegram | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 3.0 | 10.0 | Maybe | 2.0 | 1.0 |
| 8 | Electronics | Third year | 69.40 | 75.28 | 0.0 | Educational | WhatsApp, YouTube, Snapchat, | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 1.0 | 15.0 | No | 1.0 | 1.0 |
| 9 | Electronics | Third year | 59.78 | 71.16 | 1.0 | Educational | WhatsApp, YouTube, Snapchat | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 4.0 | 15.0 | Maybe | 1.0 | 1.0 |
| Department: | Choose Current year: | Enter Marks(percentage) For 10th Grade: | Enter Marks (percentage) For Previous Semester: | How often do you use social media ? (In hours) | According to you, what need does social media fulfill? | How many social media platforms are you on? | Time spent on WhatsApp? (In hours) | Time spend on Instagram? (In hours) | Time spend on Facebook? (In hours) | Time spend on YouTube? (In hours) | Time spend on Snapchat? (In hours) | Time spend on Reddit? (In hours) | Time spend on Discord? (In hours) | Time spend on Pinterest? (In hours) | Time spend on Twitter? (In hours) | Time spend on Telegram? (In hours) | Overall time spent on other application? (In hours) | What is the maximum time that you have spent away from your phone? (In hours) | Do you consider yourself to be addicted to social media? | Entertainment usage time while using phone(per day) (In hours) | Productivity and finance time while using phone (per day)(In hours) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 150 | Computer | Third year | 94.0 | 91.89 | 5.0 | Entertainment | WhatsApp, Instagram, YouTube, Snapchat, Pinterest | 3.0 | 1.00 | 0.0 | 1.0 | 1.0 | 0 | I don't use this Social media Application | 1.0 | 0.00 | 0.0 | 2.0 | 8.0 | No | 2.0 | 0.0 |
| 151 | Computer | Third year | 88.0 | 87.00 | 2.0 | Educational | WhatsApp, Instagram, YouTube, Snapchat | 2.0 | 2.00 | 0.0 | 2.0 | 1.0 | 0 | 0 | 0.0 | 0.00 | 0.0 | 7.0 | 16.0 | No | 0.0 | 4.0 |
| 152 | Computer | Third year | 56.0 | 79.87 | 2.5 | Educational, Research/Reading | WhatsApp, Instagram, YouTube | 1.0 | 1.00 | 0.0 | 1.0 | 0.0 | 0 | 0 | 0.0 | 0.00 | 0.0 | 1.0 | 15.0 | No | 2.0 | 2.0 |
| 153 | Computer | Third year | 85.0 | 86.00 | 2.0 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, YouTube, Snapchat, Telegram, | 0.5 | 1.00 | 0.0 | 1.0 | 0.2 | 0 | 0 | 0.0 | 0.00 | 0.5 | 1.0 | 12.0 | Maybe | 3.0 | 2.0 |
| 154 | Computer | Third year | 91.0 | 90.00 | 4.0 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat, Pinterest, Twitter, Telegram, | 2.0 | 2.00 | 0.0 | 1.0 | 1.0 | 0 | 0 | 1.0 | 0.00 | 0.0 | 1.0 | 10.0 | No | 2.0 | 3.0 |
| 155 | Computer | Third year | 88.0 | 82.00 | 12.0 | Educational, Entertainment, Gaming | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter, Telegram | 6.0 | 7.00 | 2.0 | 5.0 | 3.0 | 0 | 1 | 1.0 | 1.00 | 3.0 | 4.0 | 12.0 | Maybe | 10.0 | 4.0 |
| 156 | Computer | Third year | 89.0 | 86.00 | 2.0 | Educational | WhatsApp, Instagram, YouTube, Snapchat, Pinterest | 1.0 | 0.45 | 0.0 | 3.0 | 1.0 | 0 | 0.3 | 2.0 | 0.15 | 0.2 | 4.0 | 16.0 | No | 1.0 | 4.0 |
| 157 | Electronics | Third year | 63.8 | 69.68 | 2.0 | Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat | 1.0 | 1.00 | 0.0 | 4.0 | 0.0 | 0 | 0 | 0.0 | 0.00 | 0.0 | 5.0 | 5.0 | No | 4.0 | 2.0 |
| 158 | Computer | Third year | 85.0 | 85.00 | 3.5 | Entertainment | WhatsApp, Instagram, YouTube, Snapchat, Reddit, Discord, Pinterest, Twitter, Telegram | 2.0 | 2.00 | 0.0 | 1.0 | 1.0 | 1 | 1 | 0.5 | 0.50 | 0.5 | 3.0 | 3.0 | Maybe | 3.0 | 4.0 |
| 159 | Computer | Third year | 90.0 | 80.00 | 2.0 | Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat | 2.0 | 1.00 | 0.0 | 1.0 | 0.5 | 0 | 0 | 0.0 | 0.00 | 0.0 | 1.5 | 16.0 | Maybe | 2.0 | 0.5 |